MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3701 |
TerminusAI
Claim
Execute terminal commands locally or remotely via SSH with session persistence …
|
B 75 5⁄4 | ||||||||
| 3702 |
A MCP server built for developers enabling Git based project management with pr…
|
B 75 5⁄4 | ||||||||
| 3703 |
A concurrent browser MCP server that supports multiple parallel browser instanc…
|
B 75 5⁄5 | ||||||||
| 3704 |
MCP Server for Lara Translate API, enabling powerful translation capabilities w…
|
B 75 5⁄5 | ||||||||
| 3705 |
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
|
B 75 5⁄5 | ||||||||
| 3706 |
Validates URLs and checks their reputation to help identify AI hallucinations a…
|
B 75 5⁄5 | ||||||||
| 3707 |
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
|
B 75 5⁄5 | ||||||||
| 3708 |
arxiv-mcp-server
Claim
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
|
B 75 5⁄5 | ||||||||
| 3709 |
Enables LLM agents to create annotated bookmarks and narrative trails to docume…
|
B 75 5⁄4 | ||||||||
| 3710 |
example-mcp-server-streamable-http
|
B 75 5⁄5 | ||||||||
| 3711 |
Provides AI assistants with real-time web search capabilities and intelligent d…
|
B 75 5⁄5 | ||||||||
| 3712 |
A Model Context Protocol server that enables AI assistants to interact with Gma…
|
B 75 5⁄5 | ||||||||
| 3713 |
Self MCP Server
Claim
Enables AI assistants to interact with Self, a self-awareness framework that co…
|
B 75 5⁄5 | ||||||||
| 3714 |
Hello World MCP Server
Claim
A minimal Model Context Protocol server in TypeScript that demonstrates MCP-com…
|
B 75 5⁄5 | ||||||||
| 3715 |
gospy
Claim
Non-Invasive goroutine inspector
|
B 75 5⁄5 | ||||||||
| 3716 |
An MCP server for sandboxed Python code execution with IPython and Docker, and …
|
B 75 5⁄4 | ||||||||
| 3717 |
MCP server that integrates with inBox note-taking API, allowing users to create…
|
B 75 5⁄5 | ||||||||
| 3718 |
MCP server that enables intelligent analysis of legal spend data across multipl…
|
B 75 5⁄5 | ||||||||
| 3719 |
AI agent project management — task boards, progress tracking, and cost reportin…
|
B 75 5⁄4 | ||||||||
| 3720 |
google-workspace-mcp
Claim
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
|
B 75 5⁄4 | ||||||||
| 3721 |
Atrax
Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
|
B 75 5⁄5 | ||||||||
| 3722 |
Enables managing personal information with dynamic topic-based organization (ta…
|
B 75 5⁄5 | ||||||||
| 3723 |
A powerful MCP server for browser automation that supports both Playwright and …
|
B 75 5⁄5 | ||||||||
| 3724 |
Enables AI assistants to perform real-time domain name availability checks and …
|
B 75 5⁄5 | ||||||||
| 3725 |
Access your MySQL databases securely and efficiently. List databases, tables, a…
|
B 75 5⁄5 | ||||||||
| 3726 |
A MCP server that supports searching for Bilibili content. Provides LangChain i…
|
B 75 5⁄4 | ||||||||
| 3727 |
A Model Context Protocol server for home infrastructure management that provide…
|
B 75 5⁄5 | ||||||||
| 3728 |
Enables lead routing, booking link generation, and scheduling management throug…
|
B 75 5⁄5 | ||||||||
| 3729 |
Converts any OpenAPI/REST API into MCP tools with dynamic server switching, var…
|
B 75 5⁄5 | ||||||||
| 3730 |
Enables authentication and interaction with DhanHQ trading APIs through OAuth-b…
|
B 75 5⁄5 | ||||||||
| 3731 |
A Node.js server that allows browsing Git repositories through MCP, providing t…
|
B 75 5⁄5 | ||||||||
| 3732 |
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
|
B 75 5⁄5 | ||||||||
| 3733 |
A MCP server for Stadia Maps' Location APIs - Lookup addresses, places with geo…
|
B 75 5⁄5 | ||||||||
| 3734 |
BNB Chain MCP
Claim
A comprehensive MCP server for interacting with the BNB Chain ecosystem, includ…
|
B 75 5⁄5 | ||||||||
| 3735 |
Enables AI assistants to interact with the Godot game engine by launching the e…
|
B 75 5⁄5 | ||||||||
| 3736 |
Enables sending transactional emails through GetMailer from AI assistants. Supp…
|
B 75 5⁄5 | ||||||||
| 3737 |
An MCP server for creating named checkpoints and snapshots of projects, with se…
|
B 75 5⁄4 | ||||||||
| 3738 |
Enables AI assistants to control Spotify playback, manage playlists, search mus…
|
B 75 5⁄5 | ||||||||
| 3739 |
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Cl…
|
B 75 6⁄6 | ||||||||
| 3740 |
Integrates with OpenAI's Sora 2 API to generate, remix, and manage AI-generated…
|
B 75 5⁄5 | ||||||||
| 3741 |
Enables privacy-respecting web searches through SearXNG metasearch engine with …
|
B 75 5⁄5 | ||||||||
| 3742 |
Enables web search functionality through Perplexity AI's API with time-based fi…
|
B 75 5⁄5 | ||||||||
| 3743 |
NetlifyMCPServer
Claim
A basic example of developing and running serverless Model Context Protocol (MC…
|
B 75 6⁄6 | ||||||||
| 3744 |
Enables AI assistants to interact with Form.io's API to create, read, update, a…
|
B 75 5⁄5 | ||||||||
| 3745 |
Enable seamless file operations, repository management, and advanced search fun…
|
B 75 5⁄5 | ||||||||
| 3746 |
Turns any static website into an MCP-searchable knowledge base by deploying a C…
|
B 75 5⁄5 | ||||||||
| 3747 |
Enables AI assistants to execute PromQL queries and discover metrics across mul…
|
B 75 5⁄5 | ||||||||
| 3748 |
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to…
|
B 75 5⁄5 | ||||||||
| 3749 |
Enables Claude to perform thorough code reviews by integrating with Codex and G…
|
B 75 5⁄5 | ||||||||
| 3750 |
Enables AI agents to control and monitor Home Assistant smart home devices thro…
|
B 75 5⁄5 | ||||||||